Model 1 and Model 3 were considered by [1]}. Choice of diagonal entries ensures the positive definiteness of sample covariance matrix when \(n>p\)  as in [1]} and [3]}. Model 2 is similar to models considered by [4]}, [5]}, and [3]}. Note that each covariance matrix is sparse.
